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Segmentation-guided Domain Adaptation and Data Harmonization of
  Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent
  Generative Adversarial Networks

Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks

31 August 2022
Shuo Chen
Da Ma
Sieun Lee
T. Yu
Gavin Xu
Donghuan Lu
K. Popuri
M. Ju
M. Sarunic
M. Beg
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks"

4 / 4 papers shown
VessShape: Few-shot 2D blood vessel segmentation by leveraging shape priors from synthetic images
VessShape: Few-shot 2D blood vessel segmentation by leveraging shape priors from synthetic images
Cesar H. Comin
Wesley N. Galvão
194
0
0
31 Oct 2025
Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction
Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction
Linyu Fan
Che Wang
Ming Ye
Qizhi Yang
Zejun Wu
Xinghao Ding
Yue Huang
Jianfeng Bao
S. Cai
C. Cai
MedIm
546
0
0
05 Mar 2025
Medical Image Segmentation with Domain Adaptation: A Survey
Medical Image Segmentation with Domain Adaptation: A Survey
Yuemeng Li
Yong-Xian Fan
OOD
305
3
0
03 Nov 2023
Deep learning for unsupervised domain adaptation in medical imaging:
  Recent advancements and future perspectives
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S. Kumari
Pravendra Singh
OOD
276
49
0
18 Jul 2023
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